Blar i Scientific Publications in Information and Communication Technology på forfatter "Palumbo, Fabrizio"
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An Exploration of Semi-supervised Text Classification
Lien, Henrik; Biermann, Daniel; Palumbo, Fabrizio; Goodwin, Morten (Communications in Computer and Information Science;1600, Chapter; Peer reviewed, 2022)Good performance in supervised text classification is usually obtained with the use of large amounts of labeled training data. However, obtaining labeled data is often expensive and time-consuming. To overcome these ... -
Exploring Multilingual Word Embedding Alignments in BERT Models : A Case Study of English and Norwegian
Aaby, Pernille; Biermann, Daniel; Yazidi, Anis; Borges Moreno e Mello, Gustavo; Palumbo, Fabrizio (Lecture Notes in Computer Science; no. 14381, Journal article; Peer reviewed, 2023)Contextual language models, such as transformers, can solve a wide range of language tasks ranging from text classification to question answering and machine translation. Like many deep learning models, the performance ... -
Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian
Aaby, Pernille; Biermann, Daniel; Yazidi, Anis; Borges Moreno e Mello, Gustavo; Palumbo, Fabrizio (Chapter; Peer reviewed, 2023)Contextual language models, such as transformers, can solve a wide range of language tasks ranging from text classification to question answering and machine translation. Like many deep learning models, the performance ...